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whisper-small-hi – AI Model by sukantan | AlphaNeural AI
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whisper-small-hi
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transformers
pytorch
tensorboard
whisper
automatic-speech-recognition
hf-asr-leaderboard
generated_from_trainer
hi
mozilla-foundation/common_voice_11_0
apache-2.0
model-index
endpoints_compatible
us
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Whisper Small Hi - Sanchit Gandhi
This model is a fine-tuned version of
openai/whisper-small
on the Common Voice 11.0 dataset. It achieves the following results on the evaluation set:
Loss: 0.4519
Wer: 32.0113
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
learning_rate: 1e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
training_steps: 5000
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
0.1011
2.44
1000
0.3075
34.6313
0.0264
4.89
2000
0.3558
33.1288
0.0025
7.33
3000
0.4214
32.5912
0.0006
9.78
4000
0.4519
32.0113
0.0002
12.22
5000
0.4679
32.0960
Framework versions
Transformers 4.25.0.dev0
Pytorch 1.12.1
Datasets 2.5.3.dev0
Tokenizers 0.12.1
